// Copyright (c) Microsoft Corporation.
// Licensed under the MIT license.

using MathNet.Numerics.LinearAlgebra;


namespace NeuralNetworksTest
{
    public class TestNetwork
    {
        static public double[] Score(Vector<double> f)
        {
            double[] score = new double[10];

score[0] = -0.00307524879*f[0] + -0.00161904364*f[1] + -0.00211002957*f[2] + -0.00284221512*f[3] + -0.001474963*f[4] + -0.00116899679*f[5] + -0.00117110985*f[6] + -0.002483013*f[7] + -0.0009639275*f[8] + -0.000377300545*f[9] + -0.00167664827*f[10] + -0.00170273473*f[11] + -0.00122799608*f[12] + -0.00232825428*f[13] + -0.004521907*f[14] + -0.002777781*f[15] + -0.00263971137*f[16] + -0.00296784*f[17] + -0.00178611872*f[18] + -0.00262884772*f[19] + -0.0020837537*f[20] + -0.002717922*f[21] + -0.003960383*f[22] + -0.000871783239*f[23] + -0.00243760832*f[24] + -0.001999651*f[25] + -0.0026924382*f[26] + -0.00209954684*f[27] + -0.00230079447*f[28] + -0.000679186953*f[29] + -0.00333192339*f[30] + -0.00175518612*f[31] + -0.00104247278*f[32] + -0.002389391*f[33] + -0.00143004255*f[34] + -0.00115652592*f[35] + -0.0008623605*f[36] + -0.0040045483*f[37] + -0.00126501231*f[38] + -0.00130247162*f[39] + -0.00151419942*f[40] + -0.00105543167*f[41] + -0.00303441659*f[42] + -0.00133549154*f[43] + -0.0007390144*f[44] + -0.00238783471*f[45] + -0.0009355819*f[46] + -0.00173923839*f[47] + -0.00165889715*f[48] + -0.00137466681*f[49] + -0.00138407515*f[50] + -0.00115919241*f[51] + -0.00143560022*f[52] + -0.00161879708*f[53] + -0.00327251526*f[54] + -0.00167096523*f[55] + -0.00124819227*f[56] + -0.0009010777*f[57] + -0.00207788846*f[58] + -0.00126415153*f[59] + -0.00290588359*f[60] + -0.001292091*f[61] + -0.00179683487*f[62] + -0.00140383176*f[63] + -0.003067544*f[64] + -0.00191277859*f[65] + -0.000796874054*f[66] + -0.00108412444*f[67] + -0.002555034*f[68] + -0.001330164*f[69] + -0.0009404518*f[70] + -0.00184292172*f[71] + -0.00246835174*f[72] + -0.001491761*f[73] + -0.00109896087*f[74] + -0.00288483244*f[75] + -0.002210315*f[76] + -0.002760806*f[77] + -0.00121688726*f[78] + -0.002885244*f[79] + -0.0006424351*f[80] + -0.00329420553*f[81] + -0.0008986321*f[82] + -0.00205597538*f[83] + -0.00221436727*f[84] + -0.00174475217*f[85] + -0.002097891*f[86] + -0.002316236*f[87] + -0.00194536778*f[88] + -0.00242161541*f[89] + -0.00162531342*f[90] + -0.00380007713*f[91] + -0.00307145016*f[92] + -0.000897474063*f[93] + -0.00297405*f[94] + -0.002530348*f[95] + -0.00208178977*f[96] + -0.00113*f[97] + -0.0007229526*f[98] + -0.000798718655*f[99] + -0.00279621361*f[100] + -0.00160602224*f[101] + -0.00288611464*f[102] + -0.00222928356*f[103] + -0.000779043359*f[104] + -0.00241645565*f[105] + -0.0015502295*f[106] + -0.00161158585*f[107] + -0.00132313836*f[108] + 0.000123433027*f[109] + -0.002888429*f[110] + -0.00180661527*f[111] + -0.00275765546*f[112] + -0.00171713252*f[113] + -0.00125399872*f[114] + -0.00709338533*f[115] + -0.00408657268*f[116] + -0.00124843454*f[117] + -0.002855671*f[118] + -0.0017377811*f[119] + -0.00245866249*f[120] + -0.00093379477*f[121] + -0.0004900227*f[122] + -0.00145390455*f[123] + -0.000972505368*f[124] + -0.00123417983*f[125] + -0.00188676547*f[126] + -0.00181485619*f[127] + -0.00205225*f[128] + -0.000916523*f[129] + -0.00178757659*f[130] + -0.00171221211*f[131] + -0.00592123438*f[132] + -0.00313901482*f[133] + -0.00218151463*f[134] + -0.00127102586*f[135] + -0.0006110417*f[136] + -0.00111943542*f[137] + -0.0014550928*f[138] + -0.001218313*f[139] + -0.00117134757*f[140] + -0.002835993*f[141] + -0.00290113827*f[142] + -0.0011335857*f[143] + -0.004375606*f[144] + -0.000700934441*f[145] + -0.00140469417*f[146] + -0.00169484108*f[147] + -0.00184970186*f[148] + -0.00192821037*f[149] + -0.000834303268*f[150] + -0.0023857872*f[151] + -0.005167189*f[152] + -0.002056264*f[153] + -0.00246159942*f[154] + -0.00159846409*f[155] + -0.00189508859*f[156] + -0.00326863024*f[157] + -0.00161078083*f[158] + -0.00300018443*f[159] + -0.00242183148*f[160] + -0.00179010443*f[161] + -0.00136921031*f[162] + -0.00279361359*f[163] + -0.0016726458*f[164] + -0.0009700758*f[165] + -0.00336758327*f[166] + -0.00223078323*f[167] + -0.00111612189*f[168] + -0.0005575255*f[169] + -0.00143383164*f[170] + -0.00164429855*f[171] + -0.000850670855*f[172] + -0.002225485*f[173] + -0.00109365117*f[174] + -0.000777614361*f[175] + -0.00134547*f[176] + -0.00213560951*f[177] + -0.0003591729*f[178] + -0.00134454423*f[179] + -0.00257202727*f[180] + -0.000583911256*f[181] + -0.00193021074*f[182] + -0.00195705029*f[183] + -0.00129562535*f[184] + -0.0008316009*f[185] + -0.00105340523*f[186] + -0.00247337972*f[187] + -0.002127219*f[188] + -0.00214533927*f[189] + -0.00398083264*f[190] + -0.000577508938*f[191] + -0.000277778046*f[192] + -0.00135033019*f[193] + -0.000487414247*f[194] + -0.00167961989*f[195] + -0.0004479828*f[196] + -0.00104712718*f[197] + -0.00194728619*f[198] + -0.00510359555*f[199] + -0.001509726*f[200] + -0.0015437461*f[201] + -0.004865923*f[202] + -0.00180976337*f[203] + -0.00128971378*f[204] + -0.00140244677*f[205] + -0.003452701*f[206] + -0.00171759329*f[207] + -0.003611855*f[208] + -0.00112261029*f[209] + -0.00169918977*f[210] + -0.00284586521*f[211] + -0.00316985068*f[212] + -0.004528503*f[213] + -0.00245215418*f[214] + -0.0015141631*f[215] + -0.00168818654*f[216] + -0.00045068984*f[217] + -0.00109807041*f[218] + -0.00160040625*f[219] + -0.0017544576*f[220] + -0.00191406976*f[221] + -0.0004681373*f[222] + -0.0018446967*f[223] + -0.000981276*f[224] + -0.00231087953*f[225] + -0.00157162594*f[226] + -0.001837743*f[227] + -0.0006563979*f[228] + -0.0035805*f[229] + -0.00173256767*f[230] + -0.00101257756*f[231] + -0.00253559742*f[232] + -0.00289477175*f[233] + -0.001054588*f[234] + -0.00351637369*f[235] + -0.00178536*f[236] + -0.00174211629*f[237] + -0.001664741*f[238] + -0.0031866713*f[239] + -0.00115644489*f[240] + -0.0031744265*f[241] + -0.00160947139*f[242] + -0.0005883182*f[243] + -0.00119343714*f[244] + -0.001406315*f[245] + -0.00397641957*f[246] + -0.0015978344*f[247] + -0.00125303189*f[248] + -0.00146529637*f[249] + -0.000155824164*f[250] + -0.001816248*f[251] + -0.004737131*f[252] + -0.006262208*f[253] + -0.00124588364*f[254] + -0.0005423241*f[255] + -0.00180718536*f[256] + -0.00147143146*f[257] + -0.001402878*f[258] + -0.002355015*f[259] + -0.000836559862*f[260] + -0.00208691112*f[261] + -0.00241237972*f[262] + -0.00248822663*f[263] + -0.00115849532*f[264] + -0.00402387138*f[265] + -0.00349197141*f[266] + -0.00333606382*f[267] + -0.002325337*f[268] + -0.00392873446*f[269] + -0.00128515461*f[270] + -0.00345663773*f[271] + -0.000539955741*f[272] + -0.00104981521*f[273] + -0.00292398641*f[274] + -0.00194833847*f[275] + -0.00094345666*f[276] + -0.002892064*f[277] + -0.00262309075*f[278] + -0.0013128398*f[279] + -0.00268068654*f[280] + -0.00103265874*f[281] + -0.00456043333*f[282] + -0.00151722354*f[283] + -0.00120129553*f[284] + -0.00407634536*f[285] + -0.003994021*f[286] + -0.000881663*f[287] + -0.00227587181*f[288] + -0.002033701*f[289] + -0.00137617032*f[290] + -0.00200582342*f[291] + -0.00281533739*f[292] + -0.0010950896*f[293] + -0.00147787773*f[294] + -0.00160170742*f[295] + -0.00336826663*f[296] + -0.00112248759*f[297] + -0.00258686859*f[298] + -0.002807088*f[299] + -0.00128587754*f[300] + -0.00334063033*f[301] + -0.00152981083*f[302] + -0.0026270058*f[303] + -0.00239590416*f[304] + -0.00114817079*f[305] + -0.00146638346*f[306] + -0.0005924432*f[307] + -0.00285838568*f[308] + -0.00176605559*f[309] + -0.000638297934*f[310] + -0.00234698015*f[311] + -0.000976306561*f[312] + -0.0032927962*f[313] + -0.003267482*f[314] + -0.00115029956*f[315] + -0.000774367*f[316] + -0.0006559253*f[317] + -0.00120847381*f[318] + -0.00222220668*f[319] + -0.00274895737*f[320] + -0.0016360482*f[321] + -0.00106969581*f[322] + -0.00101906469*f[323] + -0.00144057779*f[324] + -0.001933916*f[325] + -0.00230977824*f[326] + -0.00415992038*f[327] + -0.00127723371*f[328] + -0.00158949476*f[329] + -0.002843922*f[330] + -0.00215546275*f[331] + -0.00192116434*f[332] + -0.00138912268*f[333] + -0.0005252295*f[334] + -0.00146634656*f[335] + -0.000814992352*f[336] + -0.001396471*f[337] + -0.00283756433*f[338] + -0.00107567827*f[339] + -0.00315382145*f[340] + -0.000653383147*f[341] + -0.0009356008*f[342] + -0.00107353262*f[343] + -0.004310638*f[344] + -0.00230345526*f[345] + -0.00139684463*f[346] + -0.00313749048*f[347] + -0.0008305865*f[348] + -0.003047563*f[349] + -0.00138301158*f[350] + -0.000761746371*f[351] + -0.00427400041*f[352] + -0.0007796212*f[353] + -0.00245338259*f[354] + -0.00210844539*f[355] + -0.002370911*f[356] + -0.002492229*f[357] + -0.00212269835*f[358] + -0.00429580128*f[359] + -0.0018519935*f[360] + -0.00168080558*f[361] + -0.00137254247*f[362] + -0.001596453*f[363] + -0.00401021866*f[364] + -0.00172732363*f[365] + -0.001132179*f[366] + -0.0006039062*f[367] + -0.00126136572*f[368] + -0.00333326077*f[369] + -0.003288459*f[370] + -0.00403495366*f[371] + -0.0009836885*f[372] + -0.00310794963*f[373] + -0.00119043782*f[374] + -0.00113047962*f[375] + -0.00149788789*f[376] + -0.00136771332*f[377] + -0.00190770323*f[378] + -0.0007843239*f[379] + -0.00275153271*f[380] + -0.00277009187*f[381] + -0.0008728691*f[382] + -0.0009988896*f[383] + -0.00126724842*f[384] + -0.00283959019*f[385] + -0.00300148339*f[386] + -0.00138887763*f[387] + -0.002461272*f[388] + -0.00300678052*f[389] + -0.00257712044*f[390] + -0.00120429916*f[391] + -0.00306428643*f[392] + -0.00125292176*f[393] + -0.004045486*f[394] + -0.00105667708*f[395] + -0.00174877339*f[396] + -0.002362443*f[397] + -0.00144321576*f[398] + -0.0009418955*f[399] + -0.003742251*f[400] + -0.0007221524*f[401] + -0.0003673921*f[402] + -0.000758018869*f[403] + -0.00248247315*f[404] + -0.00181258*f[405] + -0.000371023372*f[406] + -0.00234281668*f[407] + -0.0023289565*f[408] + -0.0033840395*f[409] + -0.00276766974*f[410] + -0.006588116*f[411] + -0.00229511154*f[412] + -0.00331027876*f[413] + -0.000710942259*f[414] + -0.001804149*f[415] + -0.0009421971*f[416] + -0.00244568218*f[417] + -0.00183455378*f[418] + -0.0011368593*f[419] + -0.0016426841*f[420] + -0.000889958348*f[421] + -0.00165391259*f[422] + -0.00149409194*f[423] + -0.00159122306*f[424] + -0.00220672786*f[425] + -0.00295598526*f[426] + -0.00166309916*f[427] + -0.00164925156*f[428] + -0.00123262859*f[429] + -0.00062934024*f[430] + -0.00100923271*f[431] + -0.00163069938*f[432] + -0.00130356231*f[433] + -0.00180713064*f[434] + -0.002017875*f[435] + -0.002895856*f[436] + -0.002227918*f[437] + -0.00047653474*f[438] + -0.00114906556*f[439] + -0.00216427678*f[440] + -0.00087378954*f[441] + -0.002487622*f[442] + -0.00352581451*f[443] + -0.003114813*f[444] + -0.0014573537*f[445] + -0.00250290986*f[446] + -0.00119369919*f[447] + -0.00456741452*f[448] + -0.00350782881*f[449] + -0.002495514*f[450] + -0.00183180918*f[451] + -0.0009986844*f[452] + -0.001257217*f[453] + -0.00164641871*f[454] + -0.001762454*f[455] + -0.00213846564*f[456] + -0.00177887524*f[457] + -0.0038336555*f[458] + -0.00150242366*f[459] + -0.00149858533*f[460] + -0.0014540496*f[461] + -0.000762200565*f[462] + -0.00357044931*f[463] + -0.00208128127*f[464] + -0.002567431*f[465] + -0.00191926141*f[466] + -0.0033272896*f[467] + -0.00325864367*f[468] + -0.00074730406*f[469] + -0.00153704453*f[470] + -0.00378959766*f[471] + -0.00296147331*f[472] + -0.002091239*f[473] + -0.0016506589*f[474] + -0.00526432926*f[475] + -0.0019459544*f[476] + -0.0007538501*f[477] + -0.000514652347*f[478] + -0.002077027*f[479] + -0.000476838642*f[480] + -0.00215196679*f[481] + -0.000967579661*f[482] + -0.00201735273*f[483] + -0.0007535386*f[484] + -0.00231386442*f[485] + -0.002280579*f[486] + -0.0017893787*f[487] + -0.00103776949*f[488] + -0.002366377*f[489] + -0.00309771346*f[490] + -0.00194235169*f[491] + -0.00348213851*f[492] + -0.000741525029*f[493] + -0.00117262581*f[494] + -0.000606055255*f[495] + -0.002226172*f[496] + -0.000825220137*f[497] + -0.00228046626*f[498] + -0.00174907537*f[499] + -0.00170450064*f[500] + -0.0009199405*f[501] + -0.00235642632*f[502] + -0.00181941676*f[503] + -0.001894877*f[504] + -0.00192682759*f[505] + -0.00177647162*f[506] + -0.00204072334*f[507] + -0.0015493792*f[508] + -0.00128402666*f[509] + 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score[5] = 0.0876662955*f[0] + 0.0570926629*f[1] + -0.0212736838*f[2] + -0.03152537*f[3] + 0.004737663*f[4] + -0.0257742219*f[5] + 0.0227440912*f[6] + 0.002025968*f[7] + 0.008036621*f[8] + -0.00606339937*f[9] + 0.009405863*f[10] + -0.0254508052*f[11] + 0.0157263782*f[12] + -0.03481631*f[13] + -0.00208880543*f[14] + -0.0420111232*f[15] + -0.0299954321*f[16] + -0.0265806261*f[17] + 0.0785111*f[18] + -0.02136309*f[19] + 0.07871796*f[20] + -0.0260378178*f[21] + -0.0805267*f[22] + -0.02272105*f[23] + 0.00546299666*f[24] + 0.004051469*f[25] + -0.0243257917*f[26] + -0.0562866256*f[27] + -0.034485776*f[28] + 0.009621577*f[29] + -0.0375094078*f[30] + -0.0281676687*f[31] + 0.04767948*f[32] + -0.0299161971*f[33] + -0.0324436463*f[34] + 0.0226399265*f[35] + 0.0549492054*f[36] + -0.0339837521*f[37] + -0.0195051879*f[38] + -0.0144679025*f[39] + -0.00221392442*f[40] + 0.0406333245*f[41] + 0.0174935032*f[42] + -0.0147447567*f[43] + -0.00684344*f[44] + 0.05315518*f[45] + -0.0189496167*f[46] + 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0.0615443848*f[3973] + -0.00984904*f[3974] + -0.0188632943*f[3975] + 0.0845529661*f[3976] + 0.166158229*f[3977] + -0.0194735043*f[3978] + -0.0451838151*f[3979] + -0.0426186062*f[3980] + 0.0307331476*f[3981] + -0.0470961*f[3982] + -0.0510115027*f[3983] + -0.0128917135*f[3984] + 0.0986751*f[3985] + -0.0543634072*f[3986] + -0.0200035516*f[3987] + -0.0620526448*f[3988] + -0.06350149*f[3989] + -0.0348861329*f[3990] + -0.0204094276*f[3991] + 0.0352024*f[3992] + -0.0205626823*f[3993] + -0.0171413962*f[3994] + -0.02322211*f[3995] + -0.0129753239*f[3996] + -0.0216059517*f[3997] + -0.0130184945*f[3998] + -0.0192188751*f[3999] + 0.02279294*f[4000] + -0.0002393424*f[4001] + 0.173452392*f[4002] + 0.024260005*f[4003] + 0.0927651748*f[4004] + -0.00653113844*f[4005] + 0.236309856*f[4006] + -0.0135930907*f[4007] + -0.0077422047*f[4008] + 0.06113701*f[4009] + 0.00560630625*f[4010] + 0.0228538327*f[4011] + 0.0174882561*f[4012] + 0.114012368*f[4013] + -0.04820141*f[4014] + -0.02823282*f[4015] + 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-0.01862033*f[4059] + -0.0376125164*f[4060] + -0.0137418816*f[4061] + -0.0353385136*f[4062] + -0.00192033884*f[4063] + -0.06409966*f[4064] + -0.008064494*f[4065] + -0.0268615652*f[4066] + -0.0373843238*f[4067] + -0.0449785329*f[4068] + -0.0106415488*f[4069] + -0.0127685405*f[4070] + -0.0118862018*f[4071] + -0.0485017635*f[4072] + 0.0533152521*f[4073] + -0.02147656*f[4074] + -0.001011857*f[4075] + -0.009509792*f[4076] + -0.07816225*f[4077] + -0.0406874754*f[4078] + -0.05629912*f[4079] + -0.01516939*f[4080] + 0.0134115061*f[4081] + -0.003525556*f[4082] + -0.00388263236*f[4083] + 0.0233761165*f[4084] + -0.05995353*f[4085] + -0.008519184*f[4086] + -0.0150897736*f[4087] + -0.0102532478*f[4088] + -0.09406214*f[4089] + -0.03637119*f[4090] + -0.0647761449*f[4091] + -0.0389839038*f[4092] + -0.0332998857*f[4093] + -0.08251878*f[4094] + 0.0126748336*f[4095] + 0.184030652;
// keeping only the first 10 scores otherwise visual studio has a problem with the size of the file

            return score;
        }
    }
}
